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RFID Event Analysis Based on Complex Event Processing

机译:基于复杂事件处理的RFID事件分析

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摘要

A variety of devices and ubiquitous computing systems such as RFID (Radio Frequency Identification) generate and exchange significant events during their execution. In this paper, compared to most existing RFID framework, We provide a framework of RFID system based on Complex Event Processing which aims at providing a scalable solution for gathering, filtering, and providing clean RFID data. We design a complex event detection algorithm of performing Complex Event Processing directly over unreliable RFID event streams by incorporating cleansing requirements into complex event specifications. We explain how raw RFID events can make business process data accessible for process mining. The results of this research can be widely used for RFID events analysis in various areas such as logistics and manufacturing systems.
机译:诸如RFID(射频识别)之类的各种设备和无处不在的计算系统在执行过程中都会生成并交换重要事件。与大多数现有的RFID框架相比,本文提供了一个基于复杂事件处理的RFID系统框架,旨在为收集,过滤和提供干净的RFID数据提供可扩展的解决方案。我们设计了一种复杂事件检测算法,通过将清洗要求纳入复杂事件规范中,从而直接对不可靠的RFID事件流执行复杂事件处理。我们将说明原始RFID事件如何使业务流程数据可用于流程挖掘。这项研究的结果可广泛用于物流和制造系统等各个领域的RFID事件分析。

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